{"id":"W2770483368","doi":"10.1016/j.funbio.2020.02.007","title":"The Third International Symposium on Fungal Stress – ISFUS","year":2020,"lang":"en","type":"article","venue":"Fungal Biology","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Institute of General Medical Sciences; European Regional Development Fund; Defense Threat Reduction Agency; Social Science Foundation of Jiangsu Province; National Research Foundation; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Bundesministerium für Wirtschaft und Energie; Consejo Nacional de Ciencia y Tecnología; Fundação de Amparo à Pesquisa do Estado de Goiás; Universidade de Macau; Vetenskapsrådet; Israel Science Foundation; Ministerio de Ciencia, Innovación y Universidades; Nuclear Safety and Security Commission; Directorate for Biological Sciences; National Institutes of Health; Fundo para o Desenvolvimento das Ciências e da Tecnologia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Carl Tryggers Stiftelse för Vetenskaplig Forskning; Cancerfonden; Department of Agriculture, Environment and Rural Affairs, UK Government; Austrian Science Fund; Mauritius Research Council; Debreceni Egyetem; Israel Cancer Research Fund; Department for Environment and Heritage, Government of South Australia; Government of Jiangsu Province; Grains Research and Development Corporation; Natural Environment Research Council; Arts Council of Northern Ireland; European Social Fund; Royal Society; Fundação de Amparo à Pesquisa do Estado de São Paulo; European Commission; Biotechnology and Biological Sciences Research Council; National Aeronautics and Space Administration; Wellcome Trust; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Australian Research Council; Bundesministerium für Wirtschaft und Technologie; Department for Employment and Learning, Northern Ireland; Deutsche Forschungsgemeinschaft; Universidade Federal de Goiás; Sight Research UK; University of Georgia; Medical Research Council; Ministry of Science and Technology of the People's Republic of China; Consejo Nacional de Ciencia y Tecnología, Paraguay","keywords":"Biology; Ecology; Fungal growth; Agriculture; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001681783,0.0001418511,0.0001340537,0.000003567241,0.000234949,0.00006333442,0.00065325,0.0001285401,0.0005681685],"category_scores_gemma":[0.0001666872,0.00004495374,0.00009261055,0.000112722,0.00009849539,0.00003368295,0.0001600234,0.0002307589,0.0005224796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224295,"about_ca_system_score_gemma":0.000007238058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003645752,"about_ca_topic_score_gemma":0.0001642161,"domain_scores_codex":[0.9988814,0.0001429503,0.0002008474,0.000347498,0.0001250511,0.0003022741],"domain_scores_gemma":[0.9992597,0.0004200777,0.0000835566,0.00007109004,0.00005941849,0.0001061989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001423749,0.00003635574,0.02501625,0.000001172841,0.00003059634,0.00001390827,0.00007943831,0.000004325414,0.9293548,0.004533777,0.003057419,0.03772957],"study_design_scores_gemma":[0.0007580344,0.002198704,0.06662337,0.00001693001,0.00003214628,0.00007064422,0.0002585195,0.0003532632,0.08910161,0.0007746566,0.8392425,0.0005695813],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294952,0.0003868883,0.00001041724,0.05904253,0.001557329,0.0002305648,0.0005359889,0.0001436778,0.008597468],"genre_scores_gemma":[0.9940199,0.0001021963,0.00001902936,0.004036942,0.00143566,0.00001563917,0.00009167708,0.00000123022,0.0002776932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8402532,"threshold_uncertainty_score":0.6715593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239679044342937,"score_gpt":0.2172063393041303,"score_spread":0.2048095488607009,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}